Production AI Portfolio
One partner. One platform.
Many AI solutions.
Thoughtwave operates 36+ production AI and automation accelerators across 10+ industries, on a 100% modular, software-agnostic architecture. Each one is open source, customized for the client, and ships on-premise, on cloud, or as SaaS — with flexible pricing for deployment, maintenance, and support.
36+
Production solutions
10+
Industries served
100% modular, software-agnostic
Modular architecture
Open source + customized per client
Every accelerator ships with source access and is tailored to your data, tools, and workflows — not a black-box SaaS.
On-premise, on-cloud, or SaaS
Deploy where your data, compliance, and infrastructure teams require — self-hosted, cloud, or fully managed.
Flexible commercial models
Project, subscription, or outcome-based pricing across deployment, maintenance, and support engagements.
Featured
Customer Service AI
TWSS CS Agent
AI case-resolution copilot for any CRM or inbox.
- 60% faster average case response time
- 40% lower cost per case resolved
- 3x higher knowledge reuse across tickets
Works with: Salesforce · HubSpot · Microsoft Dynamics · Zendesk +4 more
Production
View details →Commercial Lending AI
TWSS Commercial Credit AI
End-to-end commercial property loan platform ($1M-$100M).
- ~50% faster underwriting cycles
- Zero external API calls = zero data leakage
- MBE/GSA-ready procurement vehicle
Production v2.0
View details →Childcare Ops AI
TWSS CareAI
AI-native multi-tenant SaaS for Montessori daycare centers.
- Onboarding ships ops platform + auto-provisioned marketing site together
- Parent and staff mobile apps day-one
- White-label multi-org from Phase 1
Works with: OpenAI (GPT-5, GPT-4o, Whisper, Realtime) · Email and SMS gateways · Payment gateways · iOS / Android via Expo
Production
View details →Payroll & Statutory AI
TWSS India Payroll AI
AI-first time and payroll for India — attendance to PF, ESI, Form 24Q/16.
- Autonomous payroll runs with anomaly detection
- Compliance watcher across PF, ESI, PT, LWF
- Form 24Q + Form 16 generation built in
Works with: Biometric devices · Geo-fenced mobile punch · Banking rails · Statutory portals (PF / ESI / PT / LWF)
Production
View details →AI Accounting Platform
TWSS Finance Intelligence Platform
AI-native accounting and finance platform — an open-source replacement for Tally and QuickBooks.
- Books, banking, payroll, and reporting unified in one platform
- AI classification, anomaly detection, risk scoring, and forecasts built in
- Multi-entity, multi-project, multi-owner capital tracking out of the box
Works with: Bank statement formats (MT940, PDF, CSV) · QuickBooks import / export · Tally import / export · Email and document upload +1 more
Production
View details →Full portfolio
Communication AI
TWSS AI Email Assistant
Multi-agent automation for shared inboxes.
- 70% inbox-triage automation
- Faster routing to the right team
- Consistent reply tone and quality
Works with: Gmail · Outlook · Microsoft 365 · Slack +1 more
Production
View details →Agent Platform
TWSS AI Custom Agents
An agent platform you build on.
- Build agents in days, not months
- Governed, auditable enterprise deployment
- Multi-LLM portability (no vendor lock-in)
Works with: Slack · OpenAI · Claude · Gemini +1 more
Production beta
View details →Accounts Payable AI
TWSS AI Invoice Automation
Email-driven AP automation for Tyler Munis ERP.
- Zero manual AP entry on clean cases
- Faster invoice cycle
- Clean per-invoice audit trail
Works with: Gmail · Outlook · Tyler Munis ERP
Production
View details →Order Capture AI
TWSS AI PO Agent
AI order capture for QuickBooks Desktop and Online.
- Replaces legacy Zed Axis 2025 import
- Supports SO / PO / Invoice / Vendor Bill
- Works with QB Desktop and Online
Works with: QuickBooks Desktop (qbXML) · QuickBooks Online (REST) · Email · EDI
Production
View details →Business Intelligence AI
TWSS AI Analytics
QuickBooks sales intelligence.
- Hidden trends surfaced automatically
- Owner-level cash and customer visibility
- No data analyst required
Works with: QuickBooks Desktop · QuickBooks Online · Snowflake / Postgres warehouse
Production
View details →Integration Layer
TWSS QB Desktop Connector
Self-installing QuickBooks Desktop bridge.
- No more manual QB exports
- Multi-method connection resilience
- Modernizes legacy QB data overnight
Works with: QuickBooks Desktop · QODBC · QBXML/QB SDK · IIF/QBO/CSV/Excel imports
Production
View details →Finance CS AI
TWSS Finance AI/ML
Customer service AI tailored for finance operations.
- Faster client response times
- Reduced compliance risk per message
- Higher advisor productivity
Works with: Salesforce Financial Services Cloud · wealth platforms · custom CRM/inbox
Production
View details →SAP / ERP Automation
TWSS eAlliance AI
Agentic automation for SAP and enterprise ERPs.
- Automate routine SAP tasks
- Faster exception handling and resolution
- Better operational visibility
Works with: SAP S/4HANA · SAP ECC · Oracle EBS · Microsoft Dynamics 365
Production
View details →Procurement AI
TWSS AI Procurement App
Vendor onboarding, RFx, and AI-scored evaluation.
- Faster sourcing cycles end-to-end
- Better vendor decisions with AI scoring
- Centralized contract and spend visibility
Works with: SAP Ariba · Coupa · Oracle Procurement
Production
View details →Royalty Operations
TWSS AI Royalty
Automated royalty calculation and statement generation.
- Eliminate spreadsheet errors
- Faster monthly / quarterly royalty cycles
- Audit-ready statements out of the box
Works with: Sales platforms · ERPs · accounting systems · payment rails
Production
View details →Talent AI
TWSS AI Parsers (SwarmHR)
Resume parsing and candidate-to-job vector matching.
- Higher candidate-JD match accuracy
- Reduced sourcing time per requisition
- Pipelines that scale to 10k+/week
Works with: Common ATS systems · HR platforms · custom recruiting pipelines
Production
View details →IT Staffing AI
TWSS Bench Sales Agent (PlaceFast)
AI bench-sales platform for IT staffing firms.
- Faster placements per BSA
- Better candidate-to-role fit
- Lower BSA workload per submission
Works with: Vendor portals · email · ATS systems · common VMS platforms
Production
View details →HRIS Platform
TWSS SwarmHR
Modular microservices HR platform.
- Modular adoption — use only what you need
- Open API for integration into your stack
- Lower TCO than traditional HRIS
Works with: Common HRIS · payroll providers · ATS platforms · SSO/identity
Production
View details →Talent Discovery AI
TWSS AI Job Aggregator
Unified job-req intelligence across MSPs, boards, and email.
- One unified view of all open reqs
- Faster recruiter workflow
- Better candidate-to-job match speed
Works with: Beeline · Fieldglass · Gmail · Outlook
Production
View details →Community Platform
TWSS NonProfit Web
AI-powered community and content platform for nonprofits and professional associations.
- Higher member engagement rates
- Better content and event discovery
- Modern, mobile-first member experience
Works with: Auth providers · payment processors · analytics platforms
Production
View details →Career & Education AI
Pathway AI
AI-powered career and college guidance for students, counselors, and career changers.
- Personalized career roadmaps in minutes
- Skills gap analysis with curated learning
- Real-time job market and salary benchmarks
Works with: Web · Mobile · Guidance counselor workflows
Production
View details →Community Finance AI
KittieGenie AI
Chit fund tracking and kitty party event management for group-savings communities.
- Automated contribution and payout tracking
- Built-in events, reminders, and activities
- Full transparency with audit trails per member
Works with: Web · Mobile · Payment notifications
Production
View details →Personal Finance AI
BillsGenie AI
AI bill scanning, payment reminders, and spending analytics for households.
- Eliminates late payments with smart reminders
- AI-powered OCR saves manual entry
- Searchable digital archive of every bill
Works with: Email · Mobile photo capture · PDF/attachment OCR
Production
View details →Real Estate AI
PropertyGenie AI
AI offering memorandums, offer evaluation, and rental property analysis for real estate investors.
- Offering memorandums drafted in minutes
- Data-driven offer evaluation and ROI analysis
- Streamlined inspection and appraisal workflows
Works with: Real estate data sources · E-signature · Inspection workflows
Production
View details →Banking / FinServ
TWSS WaveSols Banking
Banking workflow platform for regional financial institutions.
- Faster customer onboarding
- Modern, branded customer UX
- Reduced ops overhead per account
Works with: Core banking systems · KYC/AML providers · document services
Active development
View details →SAP Consulting
TWSS QuantumWave
Boutique SAP consulting partner (qwavetech.com).
- Senior SAP expertise without Big-4 prices
- Boutique partner attention and access
- AI-augmented modernization options
Works with: SAP S/4HANA · SAP ECC · SAP BTP · Fiori +1 more
Active practice
View details →Retail / F&B Solution
TWSS CurryNaanStop
Restaurant analytics and AI-driven social-media automation.
- Cost-aware menu and pricing decisions
- Always-on social-media presence
- Single co-pilot for ops and marketing
Works with: POS systems · accounting tools · Instagram / TikTok / Facebook APIs
Production
View details →Project Compliance AI
TWSS PM Compliance Analytics
Project-management compliance and analytics for construction and infra operators.
- Domain-specific PM compliance pipeline out of the box
- Unified view across SKUs, cost layers, and benchmarks
- AI-narrated reports for ops and finance reviewers
Works with: Excel / CSV imports · ERP exports · SKU and cost master systems · BI dashboards
Production
View details →EdTech AI
TWSS AI College Platform
AI-intelligent autonomous platform for Indian colleges and schools.
- Multi-tenant isolation via Postgres RLS
- DPDP-compliant consent and audit out of the box
- Hash-chained audit log for regulator readiness
Works with: Keycloak / SSO · Email and SMS gateways · Payment gateways · WhatsApp Business API
Production
View details →Event Coordination AI
WeddingAI 2.0
Always-on agentic coordinator for weddings — guests, vendors, tasks, budgets, timelines.
- Proactive tracking so nothing falls through the cracks
- One co-pilot across guest, vendor, task, and budget workflows
- Per-wedding isolation with Supabase RLS
Works with: Email and SMS · Calendar (Google / iCloud) · Payment processors · Supabase document storage
Production
View details →Marketing Intelligence AI
TWSS Pulse
AI-driven SEO, reviews, and ads platform with one-click WordPress install.
- Page-aware AI SEO suggestions tied to real traffic
- Ad ROAS rolls real conversions against spend
- Privacy-first analytics — no PII, IPs hashed
Works with: WordPress · Google Ads · Meta Ads · Google Search Console +1 more
Production
View details →Field Service Analytics
TWSS Branch Profitability Intelligence
Multi-location profitability across QBO, DASH, Luxor CRM, and Geotab.
- Single source of truth across accounting, jobs, sales, and fleet
- Embedded executive dashboards per branch
- Rules-first NL Q&A — auditable, no hallucinated math
Works with: QuickBooks Online · DASH (job management) · Luxor CRM · Geotab (fleet)
Production
View details →Pharma / Nutraceutical Ops
TWSS Pharma Automation
End-to-end nutraceutical automation — vendors, POs, batches, sales, CRM, logistics.
- Vendor to PO to batch to sale to reorder, fully automated
- QR-coded batch traceability across channels
- AI reorder predictor, chatbot, and segmentation
Works with: Amazon · Flipkart · Courier APIs · Razorpay payments +1 more
Production
View details →Front-Desk AI
TWSS Visitor Book
Multi-tenant front-desk visitor sign-in with AI host notifications.
- Path-based multi-tenant — one app, many orgs
- Host gets instant email and SMS notifications
- AI-summarized visit notes per tenant
Works with: Resend (email) · Twilio (SMS) · Anthropic Claude SDK · Supabase
Production
View details →Brand & Web Accelerator
TWSS Corporate Web
Premium Next.js + Tailwind corporate web framework.
- Launch a premium corporate site in weeks, not quarters
- Token-based theming (light / dark) per brand
- Containerized deploy on the shared TWSS droplet
Works with: Bondada Group · Cynosure · LifeSpan Corporate · Navanaami
Production
View details →Premium E-commerce Accelerator
TWSS Premium Commerce
Headless Next.js + Medusa premium e-commerce template.
- Headless commerce with mock-data fallback for fast launch
- Token-driven theming per brand
- Production-tested on multi-brand deployments
Works with: Medusa JS (headless commerce) · Razorpay / Stripe · Resend (email) · LifeSpan Stores +1 more
Production
View details →Let's build what's next — together.
Every accelerator ships with a 6-week scoped pilot. Bring the use case; we bring the platform, the agent, and the guardrails.
Start a pilot scoping session