CApture AI
Author : CA Aishwarya Mutha
When an experienced employee retires or resigns, years of unwritten know-how leave with them: the extra check nobody wrote down, the vendor who always invoices early, the person to call when the system is down. The next person learns these through mistakes, and auditors find controls that exist only in someone's head.
CApture AI interviews the departing person by voice, in their own language, finds what a new joiner would still have to guess, and produces an audit-ready handover pack: a Standard Operating Procedure, a workflow chart, a Risk Control Matrix (RCM), the person's unwritten tips and a list of open questions. The pack downloads as company-branded Word and Excel files, ready for review and sign-off.
For the CA profession this is not just an HR issue. Directors and auditors must be able to rely on documented internal financial controls, and a control that retires with a person is a control the company no longer has.
| Step | What happens |
| 1. Talk | The app asks one simple question at a time and reads it aloud in English, Hindi or Marathi. The employee answers by speaking. Hindi and Marathi speech is turned straight into English text, which can be corrected on screen. Questions adapt to the answers, covering 10 areas: purpose, trigger, steps, systems, people, exceptions, risks, controls, tips and contacts. |
| 2. Fill the gaps | The AI reads every answer the way a new joiner and an auditor would, and lists what is still missing: steps with no owner, approvals with no backup, risks with no control, controls with no evidence. Each gap comes with a short follow-up question to answer on the spot. |
| 3. Get the documents | In seconds the AI writes the SOP, the workflow, the Risk Control Matrix, the unwritten tips and the open questions. The user can edit the tables and download the company-branded pack. |
| Output | Contents |
| Standard Operating Procedure | Purpose, scope, trigger, roles, prerequisites, numbered steps with owner and system, exceptions and what to do |
| Workflow | A flowchart of the process with decisions and the person responsible for each step |
| Risk Control Matrix | Risk, likelihood, impact, control, control type (preventive or detective), frequency, owner and evidence; risks with no control are flagged in red |
| Unwritten knowledge | The tips and lessons that existed only in the person's head |
| Open questions | A tracker of what still needs to be confirmed, with owner, due date and status |
| Word and Excel files | Branded cover page, document number, headers and footers, review and sign-off page, and the full interview transcript as an appendix |
Suresh Kulkarni, Senior Accounts Officer at a fictional auto components company, retires on Friday after 31 years. He is the only person who fully understands the monthly vendor payment run. He had answered 9 of 12 questions earlier; the last 3 were answered live during the presentation, in Hindi.
| Area | How CApture AI helps |
| Internal Financial Controls | Section 134(5)(e) of the Companies Act, 2013 requires directors of listed companies to confirm that internal financial controls are adequate and operating effectively, and Section 143(3)(i) requires the auditor to report on them. Both depend on documented processes and an RCM, which CApture AI produces. |
| Statutory audit | SA 315 requires the auditor to understand the entity and its internal control. A ready SOP, workflow and RCM speeds up this understanding and the walkthroughs. |
| Internal audit | Unwritten checks become testable controls with an owner, frequency and evidence. Risks without a control are highlighted, focusing the audit plan. |
| Advisory and CA firms | A repeatable, fast way to document client processes for IFC, SOP and process improvement assignments. |
| Component | Technology |
| User interface | Python with Streamlit, a simple three-step web app |
| Speech to text | Sarvam AI Saaras v3, which also translates Hindi and Marathi speech into English |
| Questions read aloud | Sarvam AI Bulbul v3 text to speech |
| Questions, gap check and documents | Sarvam AI sarvam-105b-conversations language model, returning structured data |
| Documents | python-docx (Word), openpyxl (Excel), Graphviz (workflow chart) |
| Storage | Local SQLite database by default; optional Supabase cloud database |
Speed (measured with a live key): a question is read aloud in about 2 seconds, the gap check takes about 2 seconds and the full document pack about 7 seconds.
Reliability: progress is saved after every answer. If the AI is slow or unavailable, the app continues with a basic mode instead of stopping.
Business model: freemium. The first captures are free, and a paid plan unlocks unlimited captures and removes the free-plan note. CA firms could license it per client. Target users are mid-size companies and MSMEs, CA firms doing internal audit and IFC work, and HR teams as part of exit formalities.
| Today | Next |
| One process per interview | A knowledge map of everything the person owns, then one capture per process |
| No user login yet | Login, roles, company-wise data separation and an employee consent step |
| Packs are downloaded as files | A searchable company knowledge base across all captures |
| Workflow shown as a table in Word | The workflow chart embedded as an image |
| Three languages | More Indian languages, already supported by Sarvam AI |
Every company loses knowledge each time someone leaves, and every auditor needs documented controls. CApture AI solves both in a single conversation, in the employee's own language, in minutes instead of weeks, so that when people leave, their knowledge stays.