How long does a strategy engagement take?

A readiness assessment or discovery sprint is two to three weeks. A proof of concept typically adds four to six weeks. We keep engagements short so decisions happen while the context is fresh.

Do we need clean data before we start?

No. Assessing your data is part of the work. Most successful pilots start with one well-understood data source rather than waiting for a company-wide data programme.

Can you work alongside our internal team?

Yes, and we prefer it. Enablement is built into every engagement so your team owns the outcome.

AI Strategy

AI strategy that ends in shipped systems, not slide decks

We help leadership teams decide where AI creates measurable value, prove it fast with a scoped pilot, and set up the data, governance and team practices that let it scale.

Talk to our experts See capabilities

2-3 weeksFrom first workshop to a prioritised, costed AI roadmap

4-6 weeksTypical time to a working proof of concept on your data

100%Of recommendations come with an owner, a metric and a budget

Capabilities

What we deliver in AI Strategy & Consulting

Each capability is a scoped offering with clear deliverables. Combine them or start with one.

AI Readiness Assessment

A structured audit of your data, systems, skills and risk posture before you commit budget.

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Use-Case Discovery & Roadmap

Workshops that turn a long wish-list into three things worth building this quarter.

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Proof of Concept & Pilots

A working system on your data in weeks, with an honest evaluation of whether to scale it.

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Data Strategy for AI

Get the data foundation right so models have something worth learning from.

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AI Governance & Compliance

Policies, guardrails and audit trails that keep legal, security and regulators comfortable.

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Team Enablement & AI-Native SDLC

Upskill your engineers and install the practices that make AI work reproducible.

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How we work

AI doesn't fail at ideas. It fails at execution.

Every engagement follows a path from concept to scale with success defined up front, weekly releases and no surprises.

011–2 weeks

Discover

A 60-minute call and a deep-dive sprint that end in a scored opportunity map and a baseline.

021 week

Design

Architecture and stack chosen with a decision matrix and a model bake-off on your data.

034–8 weeks

Build

Weekly releases into your environment with evals, guardrails and traces from sprint one.

042–6 weeks

Scale

Hardening, staged rollout, cost controls and handover so your team runs it.

What every engagement is designed to

2-3 weeksFrom first workshop to a prioritised, costed AI roadmap

4-6 weeksTypical time to a working proof of concept on your data

100%Of recommendations come with an owner, a metric and a budget

Architecture

Architectures we reach for in AI Strategy & Consulting

Reference patterns we adapt to your constraints. Each links to the full flow, components and trade-offs.

simplest one that meets the requirementAll architectures

Foundations

LLM workflow (chain, route, parallelise)

Deterministic steps with a model inside each. The right default.

request enters at the top

entry

control

steps

foundation

across every level

Hover or tap any part to see what it does. The light shows the order a request moves through.

Python / TypeScriptPydantic / ZodTemporal or queuesOpenAI / Claude / GeminiPromptfoo

Full architecture

Tech stack

Building on proven, scalable foundations

The strength of any AI system lies in the technology behind it. We choose per workload, benchmark on your data, and build so you can switch.

OpenAI GPTGPT-4o family
Anthropic Claude
Google Gemini
Meta Llama
Mistral
DeepSeek
Hugging Face
Ollama
Groq
NVIDIA

FAQ

Get the clarity you deserve

Straight answers to the questions we hear most. Ask us anything else on a call.

Our strategists are the engineers who will build the pilot. Every recommendation is grounded in what we have actually shipped, comes with a cost and timeline we will stand behind, and ends in working software rather than a roadmap handed to someone else.

Let's build intelligent systems that drive growth

Tachyon is the engineering partner for teams that need AI in production, not in a deck. Start with a free 60-minute discovery call.

Book a discovery call Send us a brief

Contact

Talk to experts about your product idea

Every great partnership begins with a conversation. Whether you are exploring possibilities or ready to scale, tell us what you are actually trying to build.

ubheshubham.37@gmail.com
+91 84592 96471
Clients worldwide · English
Pune, India · Headquarters

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Pick a 60-minute slot. No pitch, just an engineer with honest answers.

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