Stop Buying AI Tools. Start Shipping AI Systems.
We take one painful workflow, automate it with the right AI model, measure the impact, and hand you a production system — not a slide deck.
India-based. Vendor-neutral across 11+ AI platforms. Results in 4 weeks, not 6 months.
30-minute call. No commitment. We'll identify your top 3 automation opportunities.
Vendor-neutral — we select from 11+ AI platforms for your specific workflow
AI pilots fail
Industry-wide failure rate for generative AI pilots (MIT, 2025). Ours don't.
Achieve ROI in year one
Of executives report achieving ROI within 12 months of AI deployment.
Cost reduction
Average cost savings across supply chain, finance, and customer operations.
From pilot to proof
One workflow. Real data. Measured results your leadership can act on.
From Diagnosis to Continuous Delivery
A structured path from “where do we start?” to “our AI operations run themselves.” Every engagement builds on the last. Start small, prove value, then scale.
Systems That Pay for Themselves
Every capability lane targets the work your team spends the most time on — and delivers measurable improvement within the first pilot.
Support Triage & Response
4 hrs → 12 min first-response time
AI classifies tickets, drafts responses, and routes to the right specialist instantly. Your support team handles exceptions and relationships — not repetitive sorting.
Knowledge Copilots
5+ hours saved per employee per week
Your team finds answers in seconds, not hours. A retrieval-augmented copilot that searches your docs, SOPs, Slack, and past proposals — with cited sources and role-based access.
Finance & Ops Reporting
2 weeks → 2 days for month-end close
Automated data aggregation, invoice reconciliation, exception flagging, and executive summaries. Your finance team stops dreading month-end and starts delivering insights on day 3.
Agentic Workflows
85% reduction in manual processing errors
Multi-step AI agents that handle complex operational processes — with human approval at every high-stakes decision point and real-time monitoring dashboards.
How We Work
Every engagement follows a structured, four-step process designed to deliver measurable results before scaling.
Diagnose
We map your operations and find the highest-value automation opportunities.
- •Review workflows, systems, tickets, SOPs, and reporting needs
- •Identify manual work, latency, and error-prone handoffs
- •Score use cases by ROI, complexity, and data readiness
Design
We choose the right model stack and define the architecture before building.
- •Choose the model stack and orchestration pattern
- •Define prompts, retrieval approach, guardrails, and approval steps
- •Set measurable success metrics before build starts
Pilot
We build one production-shaped pilot and measure real impact.
- •Build one production-shaped pilot
- •Test against real scenarios and failure cases
- •Measure time savings, response quality, and throughput change
Roll Out
We integrate, train your team, and monitor ongoing performance.
- •Integrate with tools, documentation, and operating teams
- •Train users and managers
- •Monitor quality, cost, and escalation rates
Where AI Delivers the Biggest ROI
We focus on industries with high-volume, repeatable operations — where AI implementation delivers measurable returns in weeks, not quarters.
Professional Services
Consulting firms, legal teams, and agencies that lose 6-8 hours per person per week searching for past work. We build systems that turn institutional knowledge into a competitive advantage.
- Proposal generation (40% faster prep time)
- Internal knowledge search with cited sources
- Client reporting automation
- Executive synthesis and business review summaries
E-commerce & Retail
Support teams drowning in 500+ tickets daily with 4-hour response times. We automate triage, draft responses, and route exceptions — cutting first-response from hours to minutes.
- Support triage and draft responses (4hrs → 12min)
- Product description and content generation
- Order status and tracking automation
- Review analysis and customer insight extraction
Logistics & Operations
Operations teams managing complex multi-step processes with manual handoffs and error-prone exception handling. We build agentic workflows with human oversight at every decision point.
- Shipment tracking and customer communication
- Exception handling with escalation logic
- Operations reporting and synthesis
- Vendor communication automation
Finance & Back-Office
Finance teams spending the first two weeks of every month manually compiling reports. We turn month-end close from 2 weeks to 2 days with automated reconciliation and exception flagging.
- Invoice processing and reconciliation (85% fewer errors)
- Collections prep and outreach automation
- Financial reporting summaries (2 weeks → 2 days)
- Compliance document generation and review
Pick Your Entry Point
No multi-month contracts to get started. Every engagement is scoped to deliver measurable outcomes — prove value first, then scale.
Workflow Audit
1–2 weeks
·Fixed scope
Most teams start here
We diagnose your operations and hand you a prioritized roadmap of what to automate, what model to use, and what ROI to expect.
- Full workflow audit across key operations
- Top use cases ranked by ROI and feasibility
- Architecture recommendation for each
- Pilot-ready specification for the #1 opportunity
Pilot Sprint
3–4 weeks
·Outcome-based
One workflow. Real data. A production-ready automation with measured results your leadership can act on — not a demo.
- End-to-end use-case implementation
- Prompt, retrieval, and orchestration design
- Integration with your existing tools
- QA testing against real scenarios
- Measured ROI with rollout recommendation
Operations Retainer
Ongoing
·Monthly
For scaling teams
We become your external AI operations team — shipping new automations, optimizing live systems, and reporting results to leadership every month.
- Continuous use-case pipeline
- Live automation optimization and tuning
- Monthly governance and compliance reviews
- Prompt and model upgrades as tech evolves
- Executive reporting with impact metrics
Not sure which to pick? Book a 30-minute call and we'll recommend the right starting point for your situation.
Real Results From Real Workflows
Every metric below was measured against actual operational data — not benchmarks, not projections, not demos.
“TAP delivered a working system in three weeks that we had been trying to build internally for months. The triage accuracy exceeded our expectations.”
Head of Customer Experience
E-commerce Company
“Our consultants now find relevant past work in seconds instead of hours. The quality of our proposals improved because we're actually reusing our best frameworks.”
Managing Partner
Consulting Firm
“We went from dreading month-end close to having reports ready in two days. The approval checkpoints give us confidence in the numbers.”
CFO
Logistics Company
THE AVERAGE FAILED AI IMPLEMENTATION COSTS $2.5M
Your First AI Win Is 4 Weeks Away
Book a free workflow audit. We'll show you exactly which process to automate first, which model to use, and what ROI to expect — before you spend a dollar.